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Here, I will describe and explain the basics behind analyzing the spectrum of 2-D signals - principally images!
 
Here, I will describe and explain the basics behind analyzing the spectrum of 2-D signals - principally images!
 
- Ryan Scheidt
 
- Ryan Scheidt
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The following image, referred to as "Lena" is a famous image utilized in image processing algorithms. Here are some links: [http://en.wikipedia.org/wiki/Lenna], [http://ndevilla.free.fr/lena/]
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Here are three different 3X3 filters. The pictures show the original image (Lena), the filter, and the filtered image (done with conv2). MATLAB m-files available upon request.
  
 
Note: click on following images and follow "Full resolution" hyperlink to see full image (e.g. 1280 pixels wide).
 
Note: click on following images and follow "Full resolution" hyperlink to see full image (e.g. 1280 pixels wide).
 
[[Image:Filter1_image.png|thumbnail|left|800px]]
 
[[Image:Filter1_image.png|thumbnail|left|800px]]
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[[Image:Filter2_image.png|thumbnail|left|800px]]
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[[Image:Filter3_image.png|thumbnail|left|800px]]

Revision as of 12:58, 25 November 2009

Here, I will describe and explain the basics behind analyzing the spectrum of 2-D signals - principally images! - Ryan Scheidt

The following image, referred to as "Lena" is a famous image utilized in image processing algorithms. Here are some links: [1], [2]

Here are three different 3X3 filters. The pictures show the original image (Lena), the filter, and the filtered image (done with conv2). MATLAB m-files available upon request.

Note: click on following images and follow "Full resolution" hyperlink to see full image (e.g. 1280 pixels wide).

Filter1 image.png
Filter2 image.png
Filter3 image.png

Alumni Liaison

Basic linear algebra uncovers and clarifies very important geometry and algebra.

Dr. Paul Garrett